Coefficient
Connect live data to spreadsheets, automate with AI agents, build dashboards, and get alerts. Trusted by 700K+ teams. No credit card required.
Editor's Verdict
Key Takeaways
- Import Agent
- API Agent
- Browser Agent
- Sheets Assistant
In-Depth Review: What is Coefficient?
Coefficient is a no-code data platform that connects Google Sheets and Excel to live business data. It offers AI agents for data import, cleaning, modeling, and dashboard creation. It enables real-time reporting, automated workflows, and alerting. Built for GTM teams, finance, marketing, and data analytics. Start building for free.
Core Features
Import Agent
Keeps your spreadsheet in sync with any system via 150+ pre-built integrations.
API Agent
Builds custom integrations from scratch for internal tools and niche apps.
Browser Agent
Scrapes any website to bring data into sheets without an API.
Sheets Assistant
AI-powered assistant that cleans messy data, models with AI, creates pivots, and formats cells.
Dashboard Agent
Vibe codes BI-tool quality dashboards directly in spreadsheets.
Monitoring Agent
Watches your numbers and alerts you when a condition is met via Slack or email.
Pricing
Free
- 1 user
- 1 import data source
- 5,000 rows import size
- 50 refreshes per month
- 100 rows export size
- 50 export runs per month
- 30 data alerts per month
- Help center access
Starter
- 1 user
- 3 import data sources
- 5,000 rows import size
- 500 refreshes per month
- Daily auto data refresh
- 1 data snapshot
- 100 rows export size
- 500 export runs per month
- 100 data alerts per month
- Standard support (chat, email)
Pro
- Billed per user (max 5)
- 6 import data sources
- Unlimited import rows
- 5,000 refreshes per month
- Hourly auto data refresh
- 3 data snapshots
- Unlimited export rows
- 5,000 export runs per month
- 300 data alerts per month
- Dynamic recipients
- On Sheet Functions (AI)
- SQL, Chart & Pivot Builders
- Shared connections and import templates
- Priority chat and email support
Enterprise
- Custom number of users
- Custom data sources tier
- Unlimited import rows
- Unlimited refreshes
- Hourly auto data refresh
- Custom data snapshots
- Unlimited export rows
- Unlimited export runs
- Unlimited data alerts
- Dynamic recipients
- All AI features
- Admin controls, custom SSO, consolidated billing
- Security review and MSA
- Dedicated support
Pros and Cons
Pros
- Spreadsheet-Native ExperienceWorks directly in Google Sheets and Excel, so teams don't need to learn new tools.
- Real-Time Data SyncConnects live business data from 150+ systems, ensuring reports are always up to date.
- AI-Powered AutomationSheets Assistant, Dashboard Agent, and Monitoring Agent automate cleaning, analysis, and alerts.
- No-Code PlatformNon-technical users can build integrations, dashboards, and workflows without writing code.
- Wide Integration EcosystemSupports major platforms like Salesforce, HubSpot, Snowflake, and Tableau, plus custom API and web scraping.
Cons
- Limited Free PlanFree tier only includes 1 data source and low usage limits, which may not be enough for serious work.
- Pro Plan Per-User PricingAt $99/user/month, Pro can become expensive for larger teams compared to flat-rate alternatives.
- Advanced Features GatedAI and advanced collaboration features are only available on Pro and Enterprise plans.
- Learning Curve for New UsersWhile no-code, the variety of agents and options may overwhelm beginners.
- Excel Support LimitationsCoefficient for Excel may not support all features available in the Google Sheets version.
Use Cases & Recommended Professions
Financial Analyst→ View Toolkit
Automate month-end consolidation, financial forecasting, and multi-entity reporting directly in spreadsheets.
Revenue Operations Manager→ View Toolkit
Pipeline management, sales forecasting, and building KPI dashboards with live CRM data.
Marketing Analyst→ View Toolkit
Track ROAS on ad spend, lead generation and enrichment, and create full-funnel reports.
Data Analyst→ View Toolkit
Self-serve data access to data warehouses, build dashboards, and set up alerts for key metrics.
Sales Operations Specialist→ View Toolkit
Sync Salesforce or HubSpot data, monitor quotas, and receive automated alerts on deal changes.
Business Intelligence Engineer→ View Toolkit
Empower non-technical teams with live data connections and reduce ad-hoc reporting requests.
Frequently Asked Questions
Alternative AI Tools
View Detailed Comparison →
AIGenerator
Plan, launch, and grow your business with AI. Generate business plans, ads, and content in minutes. Free to start.
Marketing Titan
Replace HubSpot, ZoomInfo, Hootsuite & Jasper with 180+ AI agents & Darwin AI. Save $50K+/yr. Start free trial.
FounderPal
Trusted by 2250+ founders. Get a personal AI marketing assistant to define strategy, delegate tasks, boost conversions. Save 100+ hours/month. Try free.
Marketing Mary
Unify research, creation, publishing & optimization with one AI Co-Pilot. Works in your existing stack. Join 500+ leaders on the waitlist.
Improvado
Unify marketing data across 1000+ sources. AI agent, real-time dashboards, and automated reporting for CMOs and teams. Replace spreadsheets with a single command center.
Adsmurai
Adsmurai connects campaigns, media, creative assets, and data into a governed marketing system. Use AMP and Kata AI to automate workflows, measure impact, and scale growth.
Marketing Copilot
Boost AI visibility, engage buyers, and manage data with expert-led marketing. Trusted by tech companies. Claim your AI Visibility Assessment.
cowork.ink
Replace your entire team with AI agents: support, marketing, data analysis & more. Real workflows, not demos. Start shipping faster today.
Neil Patel
Get a free SEO + AI visibility audit. Global ad agency helping businesses succeed with digital marketing, SEO, content, and innovative tools.
PrometAI
Generate investor-ready business plans in minutes with PrometAI's AI. Trusted by 100,000+ founders. Start for free, no guesswork.
Simplified
Automate end-to-end marketing campaigns with Riley AI. Plan, create, approve, publish, and report. Trusted by 15M+ users. Start free.
OpenCrew AI
Describe your idea. AI agents launch your brand, store, marketing, and support. You make key decisions. Join 356 founders on waitlist.
ℹ️ Curation Disclosure: The overview and features of Coefficient were synthesized using AI and fact-checked by our curation team to ensure accuracy.
